Unverified50% confidenceConceptExact time
When an LLM call is constrained to choosing an answer from a fixed set of options, it is essentially a classifier rather than a generation task.
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10/14/2026
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UnverifiedLLM在「生成」和「评估」时激活的推理路径不同，生成任务偏向延续已有语义方向，评估任务激活更多批判性、面向异常检测的推理路径80% similarUnverifiedThe developer chose not to integrate an LLM to generate answers, only to retrieve, rank and return the original sources, because the LLM might ignore important conditions or piece together different rulings.75% similarUnverified对于语义解析和意图路由需求，应让LLM负责语义映射，而将几何计算交给专业库执行，不应让LLM直接做精确浮点运算75% similar
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